Organ-presence classification on BTCV
97.2AUROCResNet3D-50
Evaluation results
| Method | Links | |
|---|---|---|
| ResNet3D-50Label Ratio=100%2026.04 | 97.2 | |
| NEMESISEvaluation Protocol=Linear probing, Label Ratio=100%2026.04 | 96.33 | |
| ResNet3D-50Label Ratio=50%2026.04 | 96.12 | |
| NEMESISEvaluation Protocol=Linear probing, Label Ratio=50%2026.04 | 95.7 | |
| SuPreMLabel Ratio=100%2026.04 | 94.93 | |
| ResNet3D-50Label Ratio=25%2026.04 | 94.73 | |
| SuPreMLabel Ratio=50%2026.04 | 94.09 | |
| VoCoLabel Ratio=100%2026.04 | 93.87 | |
| NEMESISEvaluation Protocol=Linear probing, Label Ratio=25%2026.04 | 93.47 | |
| VoCoLabel Ratio=50%2026.04 | 92.65 | |
| SuPreMLabel Ratio=25%2026.04 | 92.52 | |
| ResNet3D-50Label Ratio=10%2026.04 | 91.91 | |
| NEMESISEvaluation Protocol=Linear probing, Label Ratio=10%2026.04 | 90.75 | |
| VoCoLabel Ratio=25%2026.04 | 89.4 | |
| SuPreMLabel Ratio=10%2026.04 | 88.26 | |
| VoCoLabel Ratio=10%2026.04 | 86.64 |